{"id":"W4230450773","doi":"10.21203/rs.3.rs-24071/v1","title":"Corneal nerve and brain imaging in mild cognitive impairment and dementia: A cross-sectional study","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Weill Cornell Medicine - Qatar; Qatar National Research Fund; Fonds National de la Recherche Luxembourg","keywords":"Dementia; Cross-sectional study; Cognitive impairment; Medicine; Cognition; Neuroimaging; Neuroscience; Audiology; Psychology; Ophthalmology; Internal medicine; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007649623,0.0003501819,0.0003793531,0.0009046372,0.0007620985,0.0006146643,0.0003120239,0.0007355336,0.001705052],"category_scores_gemma":[0.001468069,0.0005557593,0.0003430762,0.0009656248,0.0003498879,0.0006290058,0.0004295857,0.0006152326,0.0003520383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002384314,"about_ca_system_score_gemma":0.0002387326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005121323,"about_ca_topic_score_gemma":0.006591483,"domain_scores_codex":[0.9996203,0.00009414055,0.00004254763,0.0001101629,0.00007831441,0.00005456632],"domain_scores_gemma":[0.9990661,0.0001510805,0.0003240593,0.00007435693,0.0001758288,0.0002086952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009234778,0.00008509764,0.9989979,0.000008251672,0.00004724866,0.0001082434,0.0001031685,0.000008776941,0.0001528913,0.000006389485,0.00003292259,0.0003568564],"study_design_scores_gemma":[0.000006032042,0.0001397484,0.9991965,0.000003901765,0.00002570979,0.0003343492,0.0001585156,0.00004158376,0.00001781216,0.000009159505,0.00006452207,0.000002183655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992284,0.0002366525,0.00003888718,0.00001885779,0.000004377659,0.00001354794,0.0001572192,0.000001324044,0.0003007476],"genre_scores_gemma":[0.9994472,0.0001041,0.0000689866,0.00003968101,0.00001306177,0.00001195541,0.0001581337,9.023267e-7,0.0001559243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005121323,"threshold_uncertainty_score":0.01018304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10491824744411,"score_gpt":0.4510258198062266,"score_spread":0.3461075723621166,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}